CMU-SAFARI / Pythia

A customizable hardware prefetching framework using online reinforcement learning as described in the MICRO 2021 paper by Bera et al. (https://arxiv.org/pdf/2109.12021.pdf).

Date Created 2021-07-31 (3 years ago)

Commits 48 (last one 3 days ago)

Stargazers 118 (0 this week)

Watchers 9 (0 this week)

Forks 37

License mit

Ranking

RepositoryStats indexes 595,856 repositories, of these CMU-SAFARI/Pythia is ranked #263,124 (56th percentile) for total stargazers, and #225,801 for total watchers. Github reports the primary language for this repository as C++, for repositories using this language it is ranked #14,849/31,836.

CMU-SAFARI/Pythia is also tagged with popular topics, for these it's ranked: machine-learning (#4,397/8063), reinforcement-learning (#683/1337)

Other Information

CMU-SAFARI/Pythia has Github issues enabled, there is 1 open issue and 9 closed issues.

There have been 5 releases, the latest one was published on 2021-09-22 (3 years ago) with the name v1.3.

Homepage URL: https://arxiv.org/pdf/2109.12021.pdf

All Topics

prefetcher champsim-tracer branch-predictor machine-learning cache-replacement microarchitecture champsim-simulator computer-architecture reinforcement-learning

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8 commits on the default branch (master) since jan '22

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The primary language is C++ but there's also others...

updated: 2024-12-19 @ 12:00am, id: 391432956 / R_kgDOF1TK_A